Machine learning-based prediction models for parathyroid carcinoma using pre-surgery cognitive function and clinical features

Y Wang, B Wei, T Zhao, H Shen, X Liu, J Wang… - Scientific Reports, 2023 - nature.com
Patients with parathyroid carcinoma (PC) are often diagnosed postoperatively, due to
incomplete resection during the initial surgery, resulting in poor outcomes. The aim of our …

Predicting colorectal cancer risk: a novel approach using anemia and blood test markers

Z Zhang, T Zhang, R Zhang, X Zhu, X Wu, S Tan… - Frontiers in …, 2024 - frontiersin.org
Background and objectives Colorectal cancer remains an important public health problem in
the context of the COVID-19 (Corona virus disease 2019) pandemic. The decline in …

Optimizing early neurological deterioration prediction in acute ischemic stroke patients following intravenous thrombolysis: a LASSO regression model approach

N Li, YL Li, JM Shao, CH Wang, SB Li… - Frontiers in …, 2024 - frontiersin.org
Background Acute ischemic stroke (AIS) remains a leading cause of disability and mortality
globally among adults. Despite Intravenous Thrombolysis (IVT) with recombinant tissue …

Value of high‑risk human papillomavirus detection combined with colposcopy in the diagnosis of cervical cancer and precancerous lesions

P Wang, D Gao, X Yu, G Zhu - Oncology Letters, 2024 - spandidos-publications.com
In the present study, the diagnostic value of high risk‑human papillomavirus (HR‑HPV)
combined with colposcopy for the detection of cervical cancer and precancerous lesions …

Identification of inflammation-related biomarkers in keloids

X Wang, X Wang, Z Liu, L Liu, J Zhang… - Frontiers in …, 2024 - frontiersin.org
Background The relationship between inflammation-related genes (IRGs) and keloid
disease (KD) is currently unclear. The aim of this study was to identify a new set of …

Leveraging machine learning to distinguish between bacterial and viral induced pharyngitis using hematological markers: a retrospective cohort study

Z Jin, F Ma, H Chen, S Guo - Scientific Reports, 2023 - nature.com
Accurate differentiation between bacterial and viral-induced pharyngitis is recognized as
essential for personalized treatment and judicious antibiotic use. From a cohort of 693 …

Integrated analysis of single-cell and bulk RNA sequencing data reveals prognostic characteristics of lysosome-dependent cell death-related genes in osteosarcoma

Y Wu, J Yang, G Xu, X Chen, X Qu - BMC genomics, 2024 - Springer
Background Tumor cells exhibit a heightened susceptibility to lysosomal-dependent cell
death (LCD) compared to normal cells. However, the role of LCD-related genes (LCD-RGs) …

Development and validation of a prognostic model for assessing long COVID risk following Omicron wave—a large population-based cohort study

LC Fang, XP Ming, WY Cai, YF Hu, B Hao, JH Wu… - Virology Journal, 2024 - Springer
Background Long coronavirus disease (COVID) after COVID-19 infection is continuously
threatening the health of people all over the world. Early prediction of the risk of Long COVID …

Polymer physics view of peripheral chromatin: de Gennes' self-similar carpet

OS Sarıyer, A Erbaş - Physical Review E, 2024 - APS
Using scaling arguments to model peripheral chromatin localized near the inner surface of
the nuclear envelope (NE) as a flexible polymer chain, we discuss the structural properties …

Deep neural network for discovering metabolism-related biomarkers for lung adenocarcinoma

L Fu, M Li, J Lv, C Yang, Z Zhang, S Qin, W Li… - Frontiers in …, 2023 - frontiersin.org
Introduction Lung cancer is a major cause of illness and death worldwide. Lung
adenocarcinoma (LUAD) is its most common subtype. Metabolite-mRNA interactions play a …